Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 8998 |
| Missing cells | 552 |
| Missing cells (%) | 0.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.0 MiB |
| Average record size in memory | 122.0 B |
Variable types
| Numeric | 11 |
|---|---|
| Boolean | 1 |
| Categorical | 4 |
age is highly overall correlated with dependents and 4 other fields | High correlation |
income is highly overall correlated with age and 4 other fields | High correlation |
frq is highly overall correlated with age and 4 other fields | High correlation |
mnt is highly overall correlated with age and 4 other fields | High correlation |
clothes is highly overall correlated with house_keeping and 3 other fields | High correlation |
kitchen is highly overall correlated with clothes and 2 other fields | High correlation |
small_appliances is highly overall correlated with clothes | High correlation |
toys is highly overall correlated with clothes and 2 other fields | High correlation |
house_keeping is highly overall correlated with clothes and 2 other fields | High correlation |
per_net_purchase is highly overall correlated with age and 4 other fields | High correlation |
dependents is highly overall correlated with age and 4 other fields | High correlation |
dependents has 282 (3.1%) missing values | Missing |
status has 177 (2.0%) missing values | Missing |
kitchen has 833 (9.3%) zeros | Zeros |
toys has 815 (9.1%) zeros | Zeros |
house_keeping has 851 (9.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-10-16 09:18:39.648125 |
|---|---|
| Analysis finished | 2024-10-16 09:19:10.443123 |
| Duration | 30.79 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
age
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 61 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1966.0597 |
| Minimum | 1936 |
|---|---|
| Maximum | 1996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 70.4 KiB |
Quantile statistics
| Minimum | 1936 |
|---|---|
| 5-th percentile | 1939 |
| Q1 | 1951 |
| median | 1966 |
| Q3 | 1981 |
| 95-th percentile | 1993 |
| Maximum | 1996 |
| Range | 60 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 17.296552 |
|---|---|
| Coefficient of variation (CV) | 0.0087975723 |
| Kurtosis | -1.1959901 |
| Mean | 1966.0597 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.0079540843 |
| Sum | 17690605 |
| Variance | 299.17072 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1974 | 171 | 1.9% |
| 1951 | 169 | 1.9% |
| 1992 | 168 | 1.9% |
| 1979 | 167 | 1.9% |
| 1976 | 166 | 1.8% |
| 1961 | 165 | 1.8% |
| 1960 | 164 | 1.8% |
| 1949 | 163 | 1.8% |
| 1959 | 162 | 1.8% |
| 1978 | 160 | 1.8% |
| Other values (51) | 7343 |
| Value | Count | Frequency (%) |
| 1936 | 75 | |
| 1937 | 140 | |
| 1938 | 146 | |
| 1939 | 137 | |
| 1940 | 153 | |
| 1941 | 143 | |
| 1942 | 155 | |
| 1943 | 142 | |
| 1944 | 152 | |
| 1945 | 142 |
| Value | Count | Frequency (%) |
| 1996 | 81 | |
| 1995 | 147 | |
| 1994 | 159 | |
| 1993 | 157 | |
| 1992 | 168 | |
| 1991 | 141 | |
| 1990 | 133 | |
| 1989 | 152 | |
| 1988 | 150 | |
| 1987 | 136 |
income
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 8524 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 46 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69963.551 |
| Minimum | 10000 |
|---|---|
| Maximum | 140628 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 70.4 KiB |
Quantile statistics
| Minimum | 10000 |
|---|---|
| 5-th percentile | 26314.6 |
| Q1 | 47741 |
| median | 70030.5 |
| Q3 | 92218 |
| 95-th percentile | 113395.3 |
| Maximum | 140628 |
| Range | 130628 |
| Interquartile range (IQR) | 44477 |
Descriptive statistics
| Standard deviation | 27591.556 |
|---|---|
| Coefficient of variation (CV) | 0.39437044 |
| Kurtosis | -0.92932804 |
| Mean | 69963.551 |
| Median Absolute Deviation (MAD) | 22214.5 |
| Skewness | 0.0086888909 |
| Sum | 6.2631371 × 108 |
| Variance | 7.6129397 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 35 | 0.4% |
| 64185 | 4 | < 0.1% |
| 49948 | 3 | < 0.1% |
| 37902 | 3 | < 0.1% |
| 66184 | 3 | < 0.1% |
| 99452 | 3 | < 0.1% |
| 39782 | 3 | < 0.1% |
| 83455 | 3 | < 0.1% |
| 83267 | 3 | < 0.1% |
| 51743 | 3 | < 0.1% |
| Other values (8514) | 8889 | |
| (Missing) | 46 | 0.5% |
| Value | Count | Frequency (%) |
| 10000 | 35 | |
| 10182 | 1 | < 0.1% |
| 10186 | 1 | < 0.1% |
| 10608 | 1 | < 0.1% |
| 10886 | 1 | < 0.1% |
| 11347 | 1 | < 0.1% |
| 11437 | 1 | < 0.1% |
| 11474 | 1 | < 0.1% |
| 11719 | 1 | < 0.1% |
| 11760 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 140628 | 1 | |
| 137338 | 1 | |
| 137053 | 1 | |
| 136922 | 1 | |
| 136213 | 1 | |
| 136192 | 1 | |
| 135959 | 1 | |
| 135789 | 1 | |
| 135579 | 1 | |
| 134689 | 1 |
frq
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 57 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.848077 |
| Minimum | 3 |
|---|---|
| Maximum | 59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 70.4 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 10 |
| median | 17 |
| Q3 | 28 |
| 95-th percentile | 40 |
| Maximum | 59 |
| Range | 56 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 10.903435 |
|---|---|
| Coefficient of variation (CV) | 0.54934462 |
| Kurtosis | -0.41398892 |
| Mean | 19.848077 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.69777907 |
| Sum | 178593 |
| Variance | 118.88489 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 635 | 7.1% |
| 9 | 583 | 6.5% |
| 11 | 513 | 5.7% |
| 8 | 493 | 5.5% |
| 12 | 418 | 4.6% |
| 7 | 325 | 3.6% |
| 13 | 316 | 3.5% |
| 14 | 282 | 3.1% |
| 21 | 238 | 2.6% |
| 16 | 233 | 2.6% |
| Other values (47) | 4962 |
| Value | Count | Frequency (%) |
| 3 | 5 | 0.1% |
| 4 | 24 | 0.3% |
| 5 | 87 | 1.0% |
| 6 | 173 | 1.9% |
| 7 | 325 | |
| 8 | 493 | |
| 9 | 583 | |
| 10 | 635 | |
| 11 | 513 | |
| 12 | 418 |
| Value | Count | Frequency (%) |
| 59 | 2 | < 0.1% |
| 58 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 56 | 3 | < 0.1% |
| 55 | 3 | < 0.1% |
| 54 | 3 | < 0.1% |
| 53 | 6 | 0.1% |
| 52 | 8 | |
| 51 | 15 | |
| 50 | 9 |
rcn
Real number (ℝ)
| Distinct | 378 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.469771 |
| Minimum | 0 |
|---|---|
| Maximum | 549 |
| Zeros | 44 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 70.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 26 |
| median | 53 |
| Q3 | 79 |
| 95-th percentile | 99 |
| Maximum | 549 |
| Range | 549 |
| Interquartile range (IQR) | 53 |
Descriptive statistics
| Standard deviation | 69.761802 |
|---|---|
| Coefficient of variation (CV) | 1.116729 |
| Kurtosis | 21.096923 |
| Mean | 62.469771 |
| Median Absolute Deviation (MAD) | 26 |
| Skewness | 4.1740066 |
| Sum | 562103 |
| Variance | 4866.709 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 107 | 1.2% |
| 56 | 105 | 1.2% |
| 64 | 103 | 1.1% |
| 29 | 102 | 1.1% |
| 4 | 102 | 1.1% |
| 27 | 100 | 1.1% |
| 92 | 100 | 1.1% |
| 68 | 99 | 1.1% |
| 54 | 99 | 1.1% |
| 17 | 98 | 1.1% |
| Other values (368) | 7983 |
| Value | Count | Frequency (%) |
| 0 | 44 | |
| 1 | 91 | |
| 2 | 92 | |
| 3 | 91 | |
| 4 | 102 | |
| 5 | 69 | |
| 6 | 86 | |
| 7 | 80 | |
| 8 | 77 | |
| 9 | 107 |
| Value | Count | Frequency (%) |
| 549 | 3 | |
| 547 | 1 | < 0.1% |
| 546 | 3 | |
| 542 | 2 | |
| 540 | 1 | < 0.1% |
| 538 | 1 | < 0.1% |
| 537 | 1 | < 0.1% |
| 535 | 1 | < 0.1% |
| 534 | 1 | < 0.1% |
| 533 | 1 | < 0.1% |
mnt
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 717 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 622.16281 |
| Minimum | 6 |
|---|---|
| Maximum | 3052 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 70.4 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 63 |
| median | 383 |
| Q3 | 1076 |
| 95-th percentile | 1917.15 |
| Maximum | 3052 |
| Range | 3046 |
| Interquartile range (IQR) | 1013 |
Descriptive statistics
| Standard deviation | 646.7682 |
|---|---|
| Coefficient of variation (CV) | 1.0395482 |
| Kurtosis | -0.058093769 |
| Mean | 622.16281 |
| Median Absolute Deviation (MAD) | 343 |
| Skewness | 0.9809806 |
| Sum | 5598221 |
| Variance | 418309.11 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19 | 158 | 1.8% |
| 41 | 121 | 1.3% |
| 20 | 108 | 1.2% |
| 40 | 89 | 1.0% |
| 42 | 88 | 1.0% |
| 64 | 86 | 1.0% |
| 66 | 78 | 0.9% |
| 65 | 76 | 0.8% |
| 92 | 61 | 0.7% |
| 118 | 56 | 0.6% |
| Other values (707) | 8077 |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 8 | 0.1% |
| 9 | 14 | 0.2% |
| 10 | 22 | |
| 11 | 26 | |
| 12 | 23 | |
| 13 | 28 | |
| 14 | 37 | |
| 15 | 26 |
| Value | Count | Frequency (%) |
| 3052 | 1 | |
| 2938 | 1 | |
| 2936 | 1 | |
| 2878 | 1 | |
| 2823 | 1 | |
| 2821 | 1 | |
| 2705 | 2 | |
| 2704 | 2 | |
| 2703 | 1 | |
| 2648 | 2 |
clothes
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 99 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.446655 |
| Minimum | 1 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 70.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 33 |
| median | 51 |
| Q3 | 69 |
| 95-th percentile | 88 |
| Maximum | 99 |
| Range | 98 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 23.422249 |
|---|---|
| Coefficient of variation (CV) | 0.46429737 |
| Kurtosis | -0.91859542 |
| Mean | 50.446655 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.078219313 |
| Sum | 453919 |
| Variance | 548.60174 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 55 | 150 | 1.7% |
| 40 | 141 | 1.6% |
| 47 | 139 | 1.5% |
| 41 | 139 | 1.5% |
| 70 | 137 | 1.5% |
| 56 | 136 | 1.5% |
| 58 | 136 | 1.5% |
| 46 | 135 | 1.5% |
| 57 | 133 | 1.5% |
| 31 | 133 | 1.5% |
| Other values (89) | 7619 |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 2 | 15 | 0.2% |
| 3 | 24 | 0.3% |
| 4 | 38 | |
| 5 | 44 | |
| 6 | 53 | |
| 7 | 55 | |
| 8 | 57 | |
| 9 | 70 | |
| 10 | 64 |
| Value | Count | Frequency (%) |
| 99 | 1 | < 0.1% |
| 98 | 1 | < 0.1% |
| 97 | 9 | 0.1% |
| 96 | 17 | 0.2% |
| 95 | 25 | 0.3% |
| 94 | 36 | |
| 93 | 56 | |
| 92 | 46 | |
| 91 | 60 | |
| 90 | 64 |
kitchen
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 58 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.0396755 |
| Minimum | 0 |
|---|---|
| Maximum | 75 |
| Zeros | 833 |
| Zeros (%) | 9.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 70.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 10 |
| 95-th percentile | 23 |
| Maximum | 75 |
| Range | 75 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 7.8481393 |
|---|---|
| Coefficient of variation (CV) | 1.1148439 |
| Kurtosis | 5.619266 |
| Mean | 7.0396755 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.0494582 |
| Sum | 63343 |
| Variance | 61.593291 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1326 | |
| 2 | 1005 | |
| 0 | 833 | 9.3% |
| 3 | 761 | 8.5% |
| 4 | 644 | 7.2% |
| 5 | 584 | 6.5% |
| 6 | 506 | 5.6% |
| 7 | 404 | 4.5% |
| 8 | 372 | 4.1% |
| 10 | 289 | 3.2% |
| Other values (48) | 2274 |
| Value | Count | Frequency (%) |
| 0 | 833 | |
| 1 | 1326 | |
| 2 | 1005 | |
| 3 | 761 | |
| 4 | 644 | |
| 5 | 584 | |
| 6 | 506 | 5.6% |
| 7 | 404 | 4.5% |
| 8 | 372 | 4.1% |
| 9 | 277 | 3.1% |
| Value | Count | Frequency (%) |
| 75 | 1 | |
| 67 | 1 | |
| 65 | 1 | |
| 61 | 1 | |
| 59 | 1 | |
| 58 | 1 | |
| 55 | 1 | |
| 51 | 1 | |
| 50 | 1 | |
| 49 | 2 |
small_appliances
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.524116 |
| Minimum | 1 |
|---|---|
| Maximum | 74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 70.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 19 |
| median | 28 |
| Q3 | 37 |
| 95-th percentile | 50 |
| Maximum | 74 |
| Range | 73 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 12.586437 |
|---|---|
| Coefficient of variation (CV) | 0.44125597 |
| Kurtosis | -0.42300302 |
| Mean | 28.524116 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.31464565 |
| Sum | 256660 |
| Variance | 158.41839 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 286 | 3.2% |
| 22 | 277 | 3.1% |
| 26 | 276 | 3.1% |
| 27 | 269 | 3.0% |
| 19 | 268 | 3.0% |
| 25 | 264 | 2.9% |
| 30 | 262 | 2.9% |
| 28 | 261 | 2.9% |
| 31 | 254 | 2.8% |
| 29 | 236 | 2.6% |
| Other values (63) | 6345 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 13 | 0.1% |
| 4 | 39 | 0.4% |
| 5 | 53 | |
| 6 | 61 | |
| 7 | 79 | |
| 8 | 104 | |
| 9 | 131 | |
| 10 | 125 |
| Value | Count | Frequency (%) |
| 74 | 2 | < 0.1% |
| 73 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 69 | 3 | < 0.1% |
| 68 | 1 | < 0.1% |
| 67 | 1 | < 0.1% |
| 66 | 7 | |
| 65 | 4 | < 0.1% |
| 64 | 10 |
toys
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 58 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.0368971 |
| Minimum | 0 |
|---|---|
| Maximum | 62 |
| Zeros | 815 |
| Zeros (%) | 9.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 70.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 10 |
| 95-th percentile | 23 |
| Maximum | 62 |
| Range | 62 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 7.9244217 |
|---|---|
| Coefficient of variation (CV) | 1.1261244 |
| Kurtosis | 5.6446572 |
| Mean | 7.0368971 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.0960474 |
| Sum | 63318 |
| Variance | 62.79646 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1370 | |
| 2 | 988 | |
| 0 | 815 | 9.1% |
| 3 | 779 | 8.7% |
| 4 | 675 | 7.5% |
| 5 | 542 | 6.0% |
| 6 | 499 | 5.5% |
| 7 | 409 | 4.5% |
| 8 | 344 | 3.8% |
| 9 | 295 | 3.3% |
| Other values (48) | 2282 |
| Value | Count | Frequency (%) |
| 0 | 815 | |
| 1 | 1370 | |
| 2 | 988 | |
| 3 | 779 | |
| 4 | 675 | |
| 5 | 542 | 6.0% |
| 6 | 499 | 5.5% |
| 7 | 409 | 4.5% |
| 8 | 344 | 3.8% |
| 9 | 295 | 3.3% |
| Value | Count | Frequency (%) |
| 62 | 1 | < 0.1% |
| 61 | 1 | < 0.1% |
| 60 | 2 | |
| 57 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 54 | 2 | |
| 52 | 3 | |
| 50 | 4 | |
| 49 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
house_keeping
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 59 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9299844 |
| Minimum | 0 |
|---|---|
| Maximum | 77 |
| Zeros | 851 |
| Zeros (%) | 9.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 70.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 9 |
| 95-th percentile | 23 |
| Maximum | 77 |
| Range | 77 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 7.8826554 |
|---|---|
| Coefficient of variation (CV) | 1.1374709 |
| Kurtosis | 6.8855217 |
| Mean | 6.9299844 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.2291241 |
| Sum | 62356 |
| Variance | 62.136255 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1326 | |
| 2 | 981 | |
| 0 | 851 | 9.5% |
| 3 | 848 | 9.4% |
| 4 | 675 | 7.5% |
| 5 | 519 | 5.8% |
| 6 | 477 | 5.3% |
| 7 | 446 | 5.0% |
| 8 | 357 | 4.0% |
| 9 | 309 | 3.4% |
| Other values (49) | 2209 |
| Value | Count | Frequency (%) |
| 0 | 851 | |
| 1 | 1326 | |
| 2 | 981 | |
| 3 | 848 | |
| 4 | 675 | |
| 5 | 519 | 5.8% |
| 6 | 477 | 5.3% |
| 7 | 446 | 5.0% |
| 8 | 357 | 4.0% |
| 9 | 309 | 3.4% |
| Value | Count | Frequency (%) |
| 77 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 62 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 58 | 2 | |
| 57 | 2 | |
| 56 | 1 | < 0.1% |
| 55 | 3 | |
| 52 | 2 | |
| 50 | 1 | < 0.1% |
dependents
Boolean
HIGH CORRELATION  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 282 |
| Missing (%) | 3.1% |
| Memory size | 17.7 KiB |
| True | |
|---|---|
| False | |
| (Missing) | 282 |
| Value | Count | Frequency (%) |
| True | 6164 | |
| False | 2552 | |
| (Missing) | 282 | 3.1% |
per_net_purchase
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 82 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.428984 |
| Minimum | 4 |
|---|---|
| Maximum | 88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 70.4 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 28 |
| median | 45 |
| Q3 | 57 |
| 95-th percentile | 69 |
| Maximum | 88 |
| Range | 84 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 18.495742 |
|---|---|
| Coefficient of variation (CV) | 0.43592235 |
| Kurtosis | -1.0346606 |
| Mean | 42.428984 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.26645322 |
| Sum | 381776 |
| Variance | 342.09249 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56 | 215 | 2.4% |
| 54 | 214 | 2.4% |
| 57 | 212 | 2.4% |
| 55 | 199 | 2.2% |
| 58 | 192 | 2.1% |
| 61 | 192 | 2.1% |
| 53 | 189 | 2.1% |
| 13 | 188 | 2.1% |
| 60 | 185 | 2.1% |
| 59 | 184 | 2.0% |
| Other values (72) | 7028 |
| Value | Count | Frequency (%) |
| 4 | 1 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 15 | 0.2% |
| 7 | 35 | 0.4% |
| 8 | 54 | 0.6% |
| 9 | 88 | |
| 10 | 124 | |
| 11 | 148 | |
| 12 | 166 | |
| 13 | 188 |
| Value | Count | Frequency (%) |
| 88 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| 83 | 1 | < 0.1% |
| 82 | 3 | < 0.1% |
| 81 | 3 | < 0.1% |
| 80 | 4 | < 0.1% |
| 79 | 7 | 0.1% |
| 78 | 12 | |
| 77 | 13 | |
| 76 | 23 |
gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 70.4 KiB |
| M | |
|---|---|
| F |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8998 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | F |
| 3rd row | M |
| 4th row | F |
| 5th row | F |
Common Values
| Value | Count | Frequency (%) |
| M | 5784 | |
| F | 3214 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| m | 5784 | |
| f | 3214 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 5784 | |
| F | 3214 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8998 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| M | 5784 | |
| F | 3214 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8998 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| M | 5784 | |
| F | 3214 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8998 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| M | 5784 | |
| F | 3214 |
education
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 47 |
| Missing (%) | 0.5% |
| Memory size | 70.4 KiB |
| Graduation | |
|---|---|
| 2nd Cycle | |
| Master | |
| 1st Cycle | |
| PhD |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.6605966 |
| Min length | 3 |
Characters and Unicode
| Total characters | 77521 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Graduation |
|---|---|
| 2nd row | PhD |
| 3rd row | Graduation |
| 4th row | Master |
| 5th row | Graduation |
Common Values
| Value | Count | Frequency (%) |
| Graduation | 4429 | |
| 2nd Cycle | 1496 | 16.6% |
| Master | 1303 | 14.5% |
| 1st Cycle | 1104 | 12.3% |
| PhD | 593 | 6.6% |
| OldSchool | 26 | 0.3% |
| (Missing) | 47 | 0.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| graduation | 4429 | |
| cycle | 2600 | |
| 2nd | 1496 | 13.0% |
| master | 1303 | 11.3% |
| 1st | 1104 | 9.6% |
| phd | 593 | 5.1% |
| oldschool | 26 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 10161 | |
| t | 6836 | 8.8% |
| d | 5951 | 7.7% |
| n | 5925 | 7.6% |
| r | 5732 | 7.4% |
| o | 4481 | 5.8% |
| G | 4429 | 5.7% |
| u | 4429 | 5.7% |
| i | 4429 | 5.7% |
| e | 3903 | 5.0% |
| Other values (14) | 21245 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 77521 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 10161 | |
| t | 6836 | 8.8% |
| d | 5951 | 7.7% |
| n | 5925 | 7.6% |
| r | 5732 | 7.4% |
| o | 4481 | 5.8% |
| G | 4429 | 5.7% |
| u | 4429 | 5.7% |
| i | 4429 | 5.7% |
| e | 3903 | 5.0% |
| Other values (14) | 21245 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 77521 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 10161 | |
| t | 6836 | 8.8% |
| d | 5951 | 7.7% |
| n | 5925 | 7.6% |
| r | 5732 | 7.4% |
| o | 4481 | 5.8% |
| G | 4429 | 5.7% |
| u | 4429 | 5.7% |
| i | 4429 | 5.7% |
| e | 3903 | 5.0% |
| Other values (14) | 21245 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 77521 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 10161 | |
| t | 6836 | 8.8% |
| d | 5951 | 7.7% |
| n | 5925 | 7.6% |
| r | 5732 | 7.4% |
| o | 4481 | 5.8% |
| G | 4429 | 5.7% |
| u | 4429 | 5.7% |
| i | 4429 | 5.7% |
| e | 3903 | 5.0% |
| Other values (14) | 21245 |
status
Categorical
MISSING 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 177 |
| Missing (%) | 2.0% |
| Memory size | 70.4 KiB |
| Married | |
|---|---|
| Single | |
| Together | |
| Divorced | |
| Widow |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 6.9577145 |
| Min length | 5 |
Characters and Unicode
| Total characters | 61374 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Together |
|---|---|
| 2nd row | Divorced |
| 3rd row | Married |
| 4th row | Together |
| 5th row | Single |
Common Values
| Value | Count | Frequency (%) |
| Married | 3273 | |
| Single | 2293 | |
| Together | 2118 | |
| Divorced | 677 | 7.5% |
| Widow | 445 | 4.9% |
| Whatever | 15 | 0.2% |
| (Missing) | 177 | 2.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| married | 3273 | |
| single | 2293 | |
| together | 2118 | |
| divorced | 677 | 7.7% |
| widow | 445 | 5.0% |
| whatever | 15 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 10509 | |
| r | 9356 | |
| i | 6688 | |
| g | 4411 | 7.2% |
| d | 4395 | 7.2% |
| a | 3288 | 5.4% |
| M | 3273 | 5.3% |
| o | 3240 | 5.3% |
| l | 2293 | 3.7% |
| n | 2293 | 3.7% |
| Other values (9) | 11628 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 61374 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 10509 | |
| r | 9356 | |
| i | 6688 | |
| g | 4411 | 7.2% |
| d | 4395 | 7.2% |
| a | 3288 | 5.4% |
| M | 3273 | 5.3% |
| o | 3240 | 5.3% |
| l | 2293 | 3.7% |
| n | 2293 | 3.7% |
| Other values (9) | 11628 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 61374 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 10509 | |
| r | 9356 | |
| i | 6688 | |
| g | 4411 | 7.2% |
| d | 4395 | 7.2% |
| a | 3288 | 5.4% |
| M | 3273 | 5.3% |
| o | 3240 | 5.3% |
| l | 2293 | 3.7% |
| n | 2293 | 3.7% |
| Other values (9) | 11628 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 61374 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 10509 | |
| r | 9356 | |
| i | 6688 | |
| g | 4411 | 7.2% |
| d | 4395 | 7.2% |
| a | 3288 | 5.4% |
| M | 3273 | 5.3% |
| o | 3240 | 5.3% |
| l | 2293 | 3.7% |
| n | 2293 | 3.7% |
| Other values (9) | 11628 |
description
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 70.4 KiB |
| OK nice! | |
|---|---|
| Meh... | |
| Kind of OK | |
| Take my money!! | |
| Horrible | 41 |
Length
| Max length | 15 |
|---|---|
| Median length | 10 |
| Mean length | 9.027784 |
| Min length | 6 |
Characters and Unicode
| Total characters | 81232 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Take my money!! |
|---|---|
| 2nd row | Take my money!! |
| 3rd row | Kind of OK |
| 4th row | OK nice! |
| 5th row | Take my money!! |
Common Values
| Value | Count | Frequency (%) |
| OK nice! | 3434 | |
| Meh... | 2107 | |
| Kind of OK | 2090 | |
| Take my money!! | 1326 | 14.7% |
| Horrible | 41 | 0.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ok | 5524 | |
| nice | 3434 | |
| meh | 2107 | 10.9% |
| kind | 2090 | 10.8% |
| of | 2090 | 10.8% |
| take | 1326 | 6.9% |
| my | 1326 | 6.9% |
| money | 1326 | 6.9% |
| horrible | 41 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 10266 | ||
| e | 8234 | |
| K | 7614 | |
| n | 6850 | 8.4% |
| . | 6321 | 7.8% |
| ! | 6086 | 7.5% |
| i | 5565 | 6.9% |
| O | 5524 | 6.8% |
| o | 3457 | 4.3% |
| c | 3434 | 4.2% |
| Other values (13) | 17881 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 81232 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 10266 | ||
| e | 8234 | |
| K | 7614 | |
| n | 6850 | 8.4% |
| . | 6321 | 7.8% |
| ! | 6086 | 7.5% |
| i | 5565 | 6.9% |
| O | 5524 | 6.8% |
| o | 3457 | 4.3% |
| c | 3434 | 4.2% |
| Other values (13) | 17881 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 81232 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 10266 | ||
| e | 8234 | |
| K | 7614 | |
| n | 6850 | 8.4% |
| . | 6321 | 7.8% |
| ! | 6086 | 7.5% |
| i | 5565 | 6.9% |
| O | 5524 | 6.8% |
| o | 3457 | 4.3% |
| c | 3434 | 4.2% |
| Other values (13) | 17881 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 81232 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 10266 | ||
| e | 8234 | |
| K | 7614 | |
| n | 6850 | 8.4% |
| . | 6321 | 7.8% |
| ! | 6086 | 7.5% |
| i | 5565 | 6.9% |
| O | 5524 | 6.8% |
| o | 3457 | 4.3% |
| c | 3434 | 4.2% |
| Other values (13) | 17881 |
| age | income | frq | rcn | mnt | clothes | kitchen | small_appliances | toys | house_keeping | per_net_purchase | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 1.000 | -0.934 | -0.766 | 0.178 | -0.814 | -0.252 | 0.258 | -0.021 | 0.256 | 0.267 | 0.786 |
| income | -0.934 | 1.000 | 0.813 | -0.182 | 0.850 | 0.234 | -0.241 | 0.021 | -0.238 | -0.248 | -0.734 |
| frq | -0.766 | 0.813 | 1.000 | -0.193 | 0.977 | 0.129 | -0.159 | 0.066 | -0.161 | -0.167 | -0.624 |
| rcn | 0.178 | -0.182 | -0.193 | 1.000 | -0.158 | -0.082 | 0.056 | 0.038 | 0.064 | 0.063 | 0.138 |
| mnt | -0.814 | 0.850 | 0.977 | -0.158 | 1.000 | 0.066 | -0.125 | 0.120 | -0.127 | -0.135 | -0.735 |
| clothes | -0.252 | 0.234 | 0.129 | -0.082 | 0.066 | 1.000 | -0.660 | -0.628 | -0.657 | -0.654 | 0.034 |
| kitchen | 0.258 | -0.241 | -0.159 | 0.056 | -0.125 | -0.660 | 1.000 | 0.085 | 0.417 | 0.415 | 0.035 |
| small_appliances | -0.021 | 0.021 | 0.066 | 0.038 | 0.120 | -0.628 | 0.085 | 1.000 | 0.094 | 0.092 | -0.143 |
| toys | 0.256 | -0.238 | -0.161 | 0.064 | -0.127 | -0.657 | 0.417 | 0.094 | 1.000 | 0.385 | 0.037 |
| house_keeping | 0.267 | -0.248 | -0.167 | 0.063 | -0.135 | -0.654 | 0.415 | 0.092 | 0.385 | 1.000 | 0.053 |
| per_net_purchase | 0.786 | -0.734 | -0.624 | 0.138 | -0.735 | 0.034 | 0.035 | -0.143 | 0.037 | 0.053 | 1.000 |
| age | clothes | dependents | description | education | frq | gender | house_keeping | income | kitchen | mnt | per_net_purchase | rcn | small_appliances | status | toys | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 1.000 | -0.228 | 0.692 | 0.258 | 0.181 | -0.763 | 0.000 | 0.173 | -0.938 | 0.171 | -0.849 | 0.777 | 0.071 | -0.026 | 0.208 | 0.161 |
| clothes | -0.228 | 1.000 | 0.271 | 0.059 | 0.247 | 0.153 | 0.000 | -0.716 | 0.213 | -0.720 | 0.168 | 0.017 | -0.027 | -0.648 | 0.125 | -0.716 |
| dependents | 0.692 | 0.271 | 1.000 | 0.375 | 0.000 | 0.541 | 0.000 | 0.097 | 0.577 | 0.113 | 0.615 | 0.711 | 0.082 | 0.255 | 0.190 | 0.129 |
| description | 0.258 | 0.059 | 0.375 | 1.000 | 0.034 | 0.385 | 0.000 | 0.051 | 0.274 | 0.039 | 0.341 | 0.225 | 0.073 | 0.022 | 0.084 | 0.050 |
| education | 0.181 | 0.247 | 0.000 | 0.034 | 1.000 | 0.061 | 0.000 | 0.195 | 0.137 | 0.195 | 0.059 | 0.049 | 0.033 | 0.074 | 0.065 | 0.201 |
| frq | -0.763 | 0.153 | 0.541 | 0.385 | 0.061 | 1.000 | 0.012 | -0.136 | 0.811 | -0.130 | 0.968 | -0.574 | -0.096 | 0.034 | 0.131 | -0.125 |
| gender | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 1.000 | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 |
| house_keeping | 0.173 | -0.716 | 0.097 | 0.051 | 0.195 | -0.136 | 0.016 | 1.000 | -0.158 | 0.523 | -0.135 | -0.037 | 0.017 | 0.293 | 0.082 | 0.508 |
| income | -0.938 | 0.213 | 0.577 | 0.274 | 0.137 | 0.811 | 0.000 | -0.158 | 1.000 | -0.157 | 0.890 | -0.730 | -0.071 | 0.014 | 0.172 | -0.148 |
| kitchen | 0.171 | -0.720 | 0.113 | 0.039 | 0.195 | -0.130 | 0.000 | 0.523 | -0.157 | 1.000 | -0.132 | -0.039 | 0.024 | 0.277 | 0.086 | 0.521 |
| mnt | -0.849 | 0.168 | 0.615 | 0.341 | 0.059 | 0.968 | 0.000 | -0.135 | 0.890 | -0.132 | 1.000 | -0.712 | -0.110 | 0.028 | 0.138 | -0.124 |
| per_net_purchase | 0.777 | 0.017 | 0.711 | 0.225 | 0.049 | -0.574 | 0.000 | -0.037 | -0.730 | -0.039 | -0.712 | 1.000 | 0.048 | -0.106 | 0.132 | -0.044 |
| rcn | 0.071 | -0.027 | 0.082 | 0.073 | 0.033 | -0.096 | 0.000 | 0.017 | -0.071 | 0.024 | -0.110 | 0.048 | 1.000 | 0.013 | 0.029 | 0.012 |
| small_appliances | -0.026 | -0.648 | 0.255 | 0.022 | 0.074 | 0.034 | 0.000 | 0.293 | 0.014 | 0.277 | 0.028 | -0.106 | 0.013 | 1.000 | 0.014 | 0.281 |
| status | 0.208 | 0.125 | 0.190 | 0.084 | 0.065 | 0.131 | 0.000 | 0.082 | 0.172 | 0.086 | 0.138 | 0.132 | 0.029 | 0.014 | 1.000 | 0.092 |
| toys | 0.161 | -0.716 | 0.129 | 0.050 | 0.201 | -0.125 | 0.024 | 0.508 | -0.148 | 0.521 | -0.124 | -0.044 | 0.012 | 0.281 | 0.092 | 1.000 |
| age | income | frq | rcn | mnt | clothes | kitchen | small_appliances | toys | house_keeping | dependents | per_net_purchase | gender | education | status | description | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1946 | 90782.0 | 33 | 66 | 1402 | 37 | 5 | 44 | 10 | 3 | False | 19 | M | Graduation | Together | Take my money!! |
| 1 | 1936 | 113023.0 | 32 | 6 | 1537 | 55 | 1 | 38 | 4 | 2 | False | 9 | F | PhD | Divorced | Take my money!! |
| 2 | 1990 | 28344.0 | 11 | 69 | 44 | 32 | 19 | 24 | 1 | 24 | True | 59 | M | Graduation | Married | Kind of OK |
| 3 | 1955 | 93571.0 | 26 | 10 | 888 | 60 | 10 | 19 | 6 | 5 | True | 35 | F | Master | NaN | OK nice! |
| 4 | 1955 | 91852.0 | 31 | 26 | 1138 | 59 | 5 | 28 | 4 | 4 | True | 34 | F | Graduation | Together | Take my money!! |
| 5 | 1982 | 22386.0 | 14 | 65 | 56 | 47 | 2 | 48 | 2 | 1 | True | 67 | M | PhD | Single | OK nice! |
| 6 | 1969 | 69485.0 | 18 | 73 | 345 | 71 | 7 | 13 | 1 | 8 | True | 46 | M | Graduation | Together | OK nice! |
| 7 | 1960 | 68602.0 | 5 | 44 | 41 | 84 | 1 | 12 | 2 | 0 | True | 37 | M | Graduation | Together | Horrible |
| 8 | 1940 | 109499.0 | 30 | 75 | 1401 | 38 | 9 | 35 | 9 | 9 | False | 17 | M | Graduation | Divorced | OK nice! |
| 9 | 1994 | 23846.0 | 8 | 153 | 19 | 18 | 55 | 17 | 10 | 1 | True | 39 | F | 1st Cycle | Together | Meh... |
| age | income | frq | rcn | mnt | clothes | kitchen | small_appliances | toys | house_keeping | dependents | per_net_purchase | gender | education | status | description | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8988 | 1947 | 100928.0 | 28 | 6 | 1152 | 74 | 3 | 20 | 1 | 2 | False | 29 | F | Master | Divorced | Take my money!! |
| 8989 | 1947 | 87605.0 | 21 | 18 | 823 | 34 | 21 | 9 | 35 | 1 | False | 9 | M | 1st Cycle | Widow | Kind of OK |
| 8990 | 1995 | 28144.0 | 10 | 41 | 46 | 11 | 40 | 24 | 22 | 2 | True | 59 | M | 1st Cycle | Married | OK nice! |
| 8991 | 1939 | 126254.0 | 46 | 36 | 2231 | 32 | 4 | 47 | 9 | 8 | False | 22 | M | Graduation | Divorced | Take my money!! |
| 8992 | 1954 | 87399.0 | 25 | 1 | 837 | 56 | 8 | 27 | 8 | 1 | <NA> | 47 | M | Graduation | Married | Kind of OK |
| 8993 | 1960 | 94367.0 | 28 | 1 | 896 | 68 | 5 | 21 | 3 | 4 | True | 55 | F | 1st Cycle | Single | Take my money!! |
| 8994 | 1975 | 58121.0 | 12 | 6 | 61 | 53 | 6 | 28 | 7 | 6 | True | 71 | M | 2nd Cycle | Single | Meh... |
| 8995 | 1986 | 54292.0 | 29 | 72 | 1011 | 41 | 11 | 36 | 1 | 11 | False | 31 | M | Graduation | Together | Take my money!! |
| 8996 | 1938 | 125962.0 | 38 | 75 | 1668 | 61 | 2 | 25 | 5 | 6 | True | 45 | M | 2nd Cycle | Married | Take my money!! |
| 8997 | 1994 | 26385.0 | 9 | 24 | 46 | 5 | 13 | 21 | 46 | 15 | True | 52 | M | 1st Cycle | Single | Kind of OK |